2 papers
cond-mat.soft2025
Point-Cloud Based Inverse Design of Free-Form Metamaterials Using Deep Generative Networks
Kijung Kim, Seungwook Hong, Wonjun Jung +3
Mechanical metamaterials enable precise control over structural properties, but their design method remains challenging due to their complex structure. Although additive manufactur…
cs.AR2024
Panacea: Novel DNN Accelerator using Accuracy-Preserving Asymmetric Quantization and Energy-Saving Bit-Slice Sparsity
Dongyun Kam, Myeongji Yun, Sunwoo Yoo +3
Low bit-precisions and their bit-slice sparsity have recently been studied to accelerate general matrix-multiplications (GEMM) during large-scale deep neural network (DNN) inferenc…